The reps that used to turn juniors into seniors are disappearing, and most engineering leaders won't notice until the senior shortage hits in three years.

Build your own CTO Playbook at www.theCTOplaybook.com - the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

Your dashboards say velocity is up, your seniors are asking careful questions nobody wants to answer, and your juniors are getting confident faster than they're getting capable. I'm a coach for CTOs across startups and enterprises, and this is the pattern I've been hearing in coaching conversations for the last six months.

It usually arrives as unease about velocity or quality. By the time we trace it back, it always lands in the same place. Does our boilerplate still earn its keep in an AI-accelerated world? One camp wants to lock it down further. The other wants to delete half of it. They're both right, and they're both wrong.

The argument is a symptom. The real question is bigger, and almost nobody is pricing it in yet. Our most experienced engineers got their judgment from reps we can no longer reproduce. Our juniors aren't getting those reps. If we don't design a replacement, we'll wake up in a few years with a senior shortage and no good explanation for how it happened.

This episode is about the scaffolding that fixes it.

You'll Learn:

[00:00] Introduction

[00:22] The unease CTOs can't quite name yet

[01:48] Three warning signals hiding inside a healthy-looking engineering team

[03:45] Why both sides of the boilerplate debate are right and wrong at the same time

[05:59] Why boilerplate is no longer just about code, it's doing three jobs now

[08:44] The hidden dial between your code base and your AI that most teams haven't noticed

[11:21] How senior engineering judgment was built and why AI has removed the mechanism

[12:39] The senior shortage nobody sees coming and why your scaffolding is part of the answer

[14:58] A five-step playbook for redesigning your scaffolding as a judgment tool

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.

The most dangerous moment in a transformation isn't the start, it's the stretch right before behaviours actually start sticking.

Build your own CTO Playbook at www.theCTOplaybook.com - the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact.

My guest is Anders Wengelin, partner at Friktion in Malmö, who spends his weeks inside large Swedish healthcare organizations trying to help them build new core capabilities without reaching for a neat plan.

Leaders kill change at the exact moment it's about to take hold. Not because the work is failing, but because nothing visible has shipped yet.

Anders walks through how his team thinks about behaviours as the only concrete thing in an organization, and why operating models, maps and rollout plans are abstractions people hide behind. If you've ever felt the pull to add structure the moment ambiguity shows up, this one will sit with you.

Three questions, nine parts, and one uncomfortable truth about what real change looks like inside large, regulated organizations.

You'll Learn:

[0:00] Introduction

[2:40] Why large, compliance-heavy organizations struggle most with acquiring adaptivity

[6:00] The detour every tech-heavy org takes before talking about what actually matters

[14:06] Why leadership teams grasp for maps and plans the moment complexity shows up

[21:13] The three questions behind Friktion’s transformation strategy playbook

[30:00] The camera test for behaviours, and why curiosity isn't a behaviour

[33:45] How behaviour spreads like a virus, and why rollouts never work

[38:26] The three nested loops that keep continuous change moving

[41:11] Success looks like nothing is happening right before momentum kicks in

[45:41] Why you don't need a majority before behaviour change tips

[52:34] The trap of sneezing at a crowd instead of infecting one context properly

Want to go deeper on everything Anders covered? Friktion's sandpapers are free to download at friktion.se/sandpapers.

Find more from Anders on LinkedIn.

Find more from Adam on LinkedIn and YouTube, and explore coaching, cohorts, and how you can stay up to date at theCTOplaybook.com, helping you build your own playbook for your path at your pace.